Hryhorii Chereda

Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer

Hryhorii Chereda, Annalen Bleckmann, Kerstin Menck et al. · Genome Medicine · 2021 · 117 citations · Full text

Computing, Bioinformatics, Oncology +16

Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer

Hryhorii Chereda, Annalen Bleckmann, Andreas Leha et al. · Studies in health technology and informatics · 2019 · 36 citations · Full text

Life Sciences, Bioinformatics, Oncology +17

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification

Bastian Pfeifer, Hryhorii Chereda, Roman Martin et al. · Bioinformatics · 2023 · 24 citations · Full text

Computing, Bioinformatics, Biomedical Informatics +17

Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks

Halima Alachram, Hryhorii Chereda, Tim Beißbarth et al. · PLoS ONE · 2021 · 19 citations · Full text

Life Sciences, Bioinformatics, Biomedical Informatics +15

Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer

Hryhorii Chereda, Andreas Leha, Tim Beißbarth · Artificial Intelligence in Medicine · 2024 · 16 citations · Full text

Computing, Bioinformatics, Oncology +17